• 제목/요약/키워드: Area under the curve (AUC)

검색결과 619건 처리시간 0.028초

눈꽃동충하초 물추출물이 흰쥐의 알코올대사에 미치는 영향 (Effects of Paecilomyces tenuipes Water Extract on the Alcohol Metabolism of Rats)

  • 김지명;박재환;김미경;전향숙
    • 한국식품영양과학회지
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    • 제37권3호
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    • pp.396-400
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    • 2008
  • 본 연구에서는 눈꽃동충하초 물추출물이 알코올 대사에 미치는 효과를 동물실험을 통하여 살펴보았다. 알코올과 그 대사산물인 아세트알데히드의 혈중 농도를 측정한 결과, 눈꽃동충하초 물추출물의 경구투여는 흰쥐의 혈중 알코올 농도에는 영향을 미치지 않았으나, 3, 6, 9시간째의 혈중 아세트알데히드 농도를 유의적으로 감소시켰다. 특히 100 mg/kg 농도의 눈꽃동충하초 물추출물 투여 시 혈중 아세트알데히드의 농도-시간 곡선하 면적에서 유의적인 감소를 보였다. 반면에 알코올 투여 후 9시간째 측정한 간의 알코올 탈수소효소, 알데히드 탈수소효소, MEOS의 활성은 눈꽃동충하초 물추출물 투여에 따른 변화를 보이지 않았다. 종합적으로 눈꽃동충하초 물추출물은 혈중 알코올 농도에는 영향을 미치지 않으나 혈중 아세트알데히드 농도를 감소시키는 것으로 보인다. 눈꽃동충하초 물추출물이 혈중 아세트알데히드 수준을 낮추는 작용기전과 관련하여, 경시적인 알코올대사 효소활성의 변화와 간 손상 관련 지표 조사 등에 관한 추가적인 연구가 필요할 것으로 사료된다.

Non-Contrast Cine Cardiac Magnetic Resonance Derived-Radiomics for the Prediction of Left Ventricular Adverse Remodeling in Patients With ST-Segment Elevation Myocardial Infarction

  • Xin A;Mingliang Liu;Tong Chen;Feng Chen;Geng Qian;Ying Zhang;Yundai Chen
    • Korean Journal of Radiology
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    • 제24권9호
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    • pp.827-837
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    • 2023
  • Objective: To investigate the predictive value of radiomics features based on cardiac magnetic resonance (CMR) cine images for left ventricular adverse remodeling (LVAR) after acute ST-segment elevation myocardial infarction (STEMI). Materials and Methods: We conducted a retrospective, single-center, cohort study involving 244 patients (random-split into 170 and 74 for training and testing, respectively) having an acute STEMI (88.5% males, 57.0 ± 10.3 years of age) who underwent CMR examination at one week and six months after percutaneous coronary intervention. LVAR was defined as a 20% increase in left ventricular end-diastolic volume 6 months after acute STEMI. Radiomics features were extracted from the oneweek CMR cine images using the least absolute shrinkage and selection operator regression (LASSO) analysis. The predictive performance of the selected features was evaluated using receiver operating characteristic curve analysis and the area under the curve (AUC). Results: Nine radiomics features with non-zero coefficients were included in the LASSO regression of the radiomics score (RAD score). Infarct size (odds ratio [OR]: 1.04 (1.00-1.07); P = 0.031) and RAD score (OR: 3.43 (2.34-5.28); P < 0.001) were independent predictors of LVAR. The RAD score predicted LVAR, with an AUC (95% confidence interval [CI]) of 0.82 (0.75-0.89) in the training set and 0.75 (0.62-0.89) in the testing set. Combining the RAD score with infarct size yielded favorable performance in predicting LVAR, with an AUC of 0.84 (0.72-0.95). Moreover, the addition of the RAD score to the left ventricular ejection fraction (LVEF) significantly increased the AUC from 0.68 (0.52-0.84) to 0.82 (0.70-0.93) (P = 0.018), which was also comparable to the prediction provided by the combined microvascular obstruction, infarct size, and LVEF with an AUC of 0.79 (0.65-0.94) (P = 0.727). Conclusion: Radiomics analysis using non-contrast cine CMR can predict LVAR after STEMI independently and incrementally to LVEF and may provide an alternative to traditional CMR parameters.

Effects of various cone-beam computed tomography settings on the detection of recurrent caries under restorations in extracted primary teeth

  • Kamburoglu, Kivanc;Sonmez, Gul;Berktas, Zeynep Serap;Kurt, Hakan;Ozen, Dogukan
    • Imaging Science in Dentistry
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    • 제47권2호
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    • pp.109-115
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    • 2017
  • Purpose: The aim of this study was to assess the ex vivo diagnostic ability of 9 different cone-beam computed tomography (CBCT) settings in the detection of recurrent caries under amalgam restorations in primary teeth. Materials and Methods: Fifty-two primary teeth were used. Twenty-six teeth had dentine caries and 26 teeth did not have dentine caries. Black class II cavities were prepared and restored with amalgam. In the 26 carious teeth, recurrent caries were left under restorations. The other 26 intact teeth that did not have caries served as controls. Teeth were imaged using a $100{\times}90-mm$ field of view and a 0.2-mm voxel size with 9 different CBCT settings. Four observers assessed the images using a 5-point scale. Kappa values were calculated to assess observer agreement. CBCT settings were compared with the gold standard using a receiver operating characteristic analysis. The area under the curve (AUC) values for each setting were compared using the chi-square test, with a significance level of ${\alpha}=.05$. Results: Intraobserver kappa values ranged from 0.366 to 0.664 for observer 1, from 0.311 to 0.447 for observer 2, from 0.597 to 1.000 for observer 3, and from 0.869 to 1 for observer 4. Furthermore, interobserver kappa values among the observers ranged from 0.133 to 0.814 for the first reading and from 0.197 to 0.805 for the second reading. The highest AUC values were found for setting 5 (0.5916) and setting 3 (0.5886), and were not found to be statistically significant(P>.05). Conclusion: Variations in tube voltage and tube current did not affect the detection of recurrent caries under amalgam restorations in primary teeth.

Effects of Morin on the Bioavailability of Doxorubicin for Oral Delivery in Rats

  • Son, Hong-Mook;Choi, Jun-Shik
    • Journal of Pharmaceutical Investigation
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    • 제39권4호
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    • pp.243-248
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    • 2009
  • The purpose of this study was to investigate the effects of morin, an antioxidant, on the bioavailability of doxorubicin (DOX) in rats. Thus, DOX was administered intravenously (10 mg/kg) or orally (50 mg/kg) with or without oral morin (0.5, 3 and 10 mg/kg). In the presence of morin, the total area under the plasma concentration-time curve (AUC) of DOX was significantly greater than that of the control. In the presence of 3 and 10 mg/kg of morin, the peak concentration $C_{MAX}$) was significantly higher than that of the control. Consequently, the absolute bioavailability (AB) of DOX in the presence of morin was 3.7-8.3%, which was significantly enhanced compared with those of the control group (2.7%). The relative bioavailability (RB) of DOX was 1.36 to 3.02 times higher than those of the control group. Compared to the intravenous control, the presence of morin increased the AUC of DOX, but was not significantly affected. The enhanced bioavailability of oral DOX by oral morin may be due to the inhibition of both P-glycoprotein (P-gp) and cytochrome P450 (CYP) 3A in the intestine and/or liver by morin. This result may suggest that the development of oral DOX combination with morin is feasible, which is more convenient than the i.v. dosage forms. The present study raised the awareness about the potential drug interactions by concomitant use of DOX with morin.

나린제닌과 딜티아젬과의 약물동태학적 상호작용 (Pharmacokinetic Interaction Between Diltiazem and Naringenin in Rabbits)

  • 설효찬;최준식
    • 한국임상약학회지
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    • 제16권1호
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    • pp.57-62
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    • 2006
  • The purpose of this study was to investigate the effect of naringenin, one of flavonoids, on the pharmacokinetics and bioavailability of diltiazem (15 mg/kg) after oral administration of diltiazem with or without naringenin (2.0, 10 and 20 mg/kg) in rabbits. Coadministration of naringenin increased the absorption rate constant $(K_a)$, the area under the plasma concentration-time curve (AUC) and peak concentration $(C_{max})$ of diltiazem compared to the control group, but only significantly (p<0.05) by 10mg/kg of naringenin coadministration. The absolute bioavailability (AB%) of diltiazem by coadministration ranges from 7.8% to 10.3%, increased more than control (7.2%), and relative bioavailability (RB%) of diltiazem is increased from 1.08- to 1.43-fold. Coadministration caused on significant changes in the terminal half-lives $(t_{1/2})$ and the time to reach the peak concentration $(T_{max})$ of diltiazem. On the other hand, coadministration of naringenin increased the AUC desacetyldiltiazem, significantly at the dose of 10mg/kg. But the metabolite ratio (MR) was decreased, significantly at 10mg/kg of naringenin. Based on these results, we can make a conclusion that the increased bioavailability and the significant changes of these pharmacokinetic parameters might be due to naringenin, which possess the potency to inhibit the metabolizing enzyme (CYP3A4) in the liver and intestinal mucosa, and also inhibit the P-glycoprotein efflux pump in the intestinal mucosa.

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중환자실 환자의 건강결과 예측을 위한 중증도 평가도구의 정확도 비교분석 (Comparative Analysis of the Accuracy of Severity Scoring Systems for the Prediction of Healthcare Outcomes of Intensive Care Unit Patients)

  • 성지숙;소희영
    • 중환자간호학회지
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    • 제8권1호
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    • pp.71-79
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    • 2015
  • Purpose: The purpose of this study was to compare the applicability of the Charlson Comorbidity Index (CCI) and Acute Physiology, Age, Chronic Health Evaluation III (APACHE III) to the prediction of the healthcare outcomes of intensive care unit (ICU) patients. Methods: This research was performed with 136 adult patients (age>18 years) who were admitted to the ICU between May and June 2012. Data were measured using the CCI score with a comorbidity index of 19 and the APACHE III score on the standard of the worst result with vital signs and laboratory results. Discrimination was evaluated using receiver operating characteristic (ROC) curves and area under an ROC curve (AUC). Calibration was performed using logistic regression. Results: The overall mortality was 25.7%. The mean CCI and APACHE III scores for survivors were found to be significantly lower than those of non-survivors. The AUC was 0.835 for the APACHE III score and remained high, at 0.688, for the CCI score. The rate of concordance according to the CCI and the APACHE III score was 69.1%. Conclusion: The route of admission, days in ICU, CCI, and APACHE III score are associated with an increased mortality risk in ICU patients.

Effect of Clarithromycin on the Pharmacokinetics of Ambroxol in Rats

  • Lee, Chong-Ki;Choi, Jun-Shik
    • Journal of Pharmaceutical Investigation
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    • 제36권3호
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    • pp.157-160
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    • 2006
  • This study investigated the effect of clarithromycin on the pharmacokinetics of ambroxol in rats. The pharmacokinetic parameters of ambroxol in rats were determined after the oral administration of ambroxol (12 mg/kg) in the presence or absence of clarithromycin (5 or 10 mg/kg). Compared with the control (given ambroxol alone), coadministration of clarithromycin significantly (p<0.05 at 5 mg/kg; p<0.01 at 10 mg/kg) increased the area under the plasma concentration-time curve (AUC), peak plasma concentrations $(C_{max})$ and absorption rate constant $(K_a)$ of ambroxol. Clarithromycin increased the AUC of ambroxol in a dose dependent manner within the dose range of 5 to 10 mg/kg. The absolute bioavailability (AB%) of ambroxol in the presence of clarithromycin was significantly higher than that of the control (p<0.05 at 5 mg/kg; p<0.01 at 10 mg/kg), and the relative bioavailability (RB%) of ambroxol with clarithromycin was increased by 1.32-to 1.71-fold. However, there were no significant changes in time to reach peak concentration $(T_{max})$ and terminal half-life $(T_{1/2})$ of ambroxol in the presence of clarithromycin. Coadministration of clarithromycin enhanced the bioavailability of ambroxol, which may be due to the inhibition of intestinal and hepatic metabolism of ambroxol by CYP 3A4. Further studies for the potential drug interaction are necessary since ambroxol is often administrated concomitantly with clarithromycin in humans.

가토에서 생체리듬이 겐타마이신의 약물동태에 미치는 영향 (The Effect of Circadian Rhythm on the Gentamicin Pharmacokinetics in Rabbits)

  • 고재원;백채선;최준식
    • 한국임상약학회지
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    • 제10권3호
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    • pp.125-129
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    • 2000
  • The effect of circadian rhythm on gentamicin pharmacokinetics was studied in rabbits who took a single intravenous 2 mg/kg dose of gentamicin at 09:00 in the morning (a.m.) and 22:00 in the evening (p.m.). A significant circadian rhythm of pharmacokinetic parameters as a function of time of day was noted in rabbits, showing lower total body clearance $CL_t$ and higher serum area under the curve (AUC) when given in the evening. The half-life $t_{1/2}$ was shorter in the morning $(3.88\pm0.62h)$ when compared to the evening $(4.76\pm0.75\;h)$. The AUC was greater in the evening $(25.92\pm3.49\;{\mu}g/ml{\cdot}hr)$ than that in the morning $(22.42\pm3.42\;{\mu}g/ml{\cdot}hr)$, most likely because the CLt was significantly higher when gentamicin was given in the morning $(0.18\pm0.28\;ml/hr)$ versus in the evening $(0.15\pm0.26\;ml/hr)$. The $t_{1/2}$ of gentamicin in the evening was increased significantly(p<0.05) compared to those of gentamicin in the morning. It is reasonable to consider individual circadian rhythm for effective dosage regimen of gentamicin in clinical chronotherapeutics.

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Link Prediction Algorithm for Signed Social Networks Based on Local and Global Tightness

  • Liu, Miao-Miao;Hu, Qing-Cui;Guo, Jing-Feng;Chen, Jing
    • Journal of Information Processing Systems
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    • 제17권2호
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    • pp.213-226
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    • 2021
  • Given that most of the link prediction algorithms for signed social networks can only complete sign prediction, a novel algorithm is proposed aiming to achieve both link prediction and sign prediction in signed networks. Based on the structural balance theory, the local link tightness and global link tightness are defined respectively by using the structural information of paths with the step size of 2 and 3 between the two nodes. Then the total similarity of the node pair can be obtained by combining them. Its absolute value measures the possibility of the two nodes to establish a link, and its sign is the sign prediction result of the predicted link. The effectiveness and correctness of the proposed algorithm are verified on six typical datasets. Comparison and analysis are also carried out with the classical prediction algorithms in signed networks such as CN-Predict, ICN-Predict, and PSNBS (prediction in signed networks based on balance and similarity) using the evaluation indexes like area under the curve (AUC), Precision, improved AUC', improved Accuracy', and so on. Results show that the proposed algorithm achieves good performance in both link prediction and sign prediction, and its accuracy is higher than other algorithms. Moreover, it can achieve a good balance between prediction accuracy and computational complexity.

기상청 고해상도 지역예보모델을 이용한 한반도 영역 한국형 항공난류 예측시스템(한반도-KTG) 개발 (Development of the Korean Peninsula-Korean Aviation Turbulence Guidance (KP-KTG) System Using the Local Data Assimilation and Prediction System (LDAPS) of the Korea Meteorological Administration (KMA))

  • 이단비;전혜영
    • 대기
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    • 제25권2호
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    • pp.367-374
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    • 2015
  • Korean Peninsula has high potential for occurrence of aviation turbulence. A Korean aviation Turbulence Guidance (KTG) system focused on the Korean Peninsula, named Korean-Peninsula KTG (KP-KTG) system, is developed using the high resolution (horizontal grid spacing of 1.5 km) Local Data Assimilation and Prediction System (LDAPS) of the Korea Meteorological Administration (KMA). The KP-KTG system is constructed first by selection of 15 best diagnostics of aviation turbulence using the method of probability of detection (POD) with pilot reports (PIREPs) and the LDAPS analysis data. The 15 best diagnostics are combined into an ensemble KTG predictor, named KP-KTG, with their weighting scores computed by the values of area under curve (AUC) of each diagnostics. The performance of the KP-KTG, represented by AUC, is larger than 0.84 in the recent two years (June 2012~May 2014), which is very good considering relatively small number of PIREPs. The KP-KTG can provide localized turbulence forecasting in Korean Peninsula, and its skill score is as good as that of the operational-KTG conducting in East Asia.